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Marc Guberti

Celebrities and Influencers
Professionals
Playground →Docs

At 0.8864, The Beat with Ari Melber on MSNBC — a cable news TV show — sits inside a top 10 otherwise dominated by business and marketing professionals, signaling a secondary audience neighborhood that has little to do with the primary cluster.

The shape here is two-peak. Six of the ten neighbors share Marc Guberti's own subcategory (Professionals): Bobby Umar leads at 0.93, followed closely by Kim Garst at 0.93, Steve Keating at 0.93, Lolly Daskal at 0.92, Bruce Van Horn at 0.89, and Jeffrey Hayzlett at 0.89. Cameron L Morrissey (Authors, 0.92) and Warren Whitlock (Tech Personalities, 0.91) extend the cluster slightly but remain thematically adjacent. Then the set breaks: The Beat with Ari Melber on MSNBC (TV Shows, 0.89) and Top Brass Bloody Martini (Alcohol, 0.88) represent a distinct second neighborhood — audiences whose composition resembles Guberti's but whose context is entirely different from the professional-influencer core.

The two-peak structure suggests this audience is not purely a professional-content crowd; a secondary segment overlaps with cable news and lifestyle consumption in a way that separates it from a pure same-kind cluster.

Nearest neighbors by audience shape

Cosine similarity over Persona Live audience composition.
"Entities whose overall audience profile most closely matches this one — people who follow one tend to follow the other."

Raw data

Attention graph /similar sample results  (free):
{ "handle": "marcguberti", "title": "Marc Guberti", "category": "Celebrities and Influencers", "subcategory": "Professionals", "resolved": "marcguberti", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "raehanbobby", "title": "Bobby Umar", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9344, "drivers": [ "N03", "J04", "K02", "J02", "P02" ] }, { "handle": "kimgarst", "title": "Kim Garst", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9287, "drivers": [ "N03", "J02", "J04", "K02", "A01" ] }, { "handle": "leadtoday", "title": "Steve Keating", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9261, "drivers": [ "J02", "N03", "K02", "J04", "J05" ] }, { "handle": "managersdiary", "title": "Cameron L Morrissey", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9249, "drivers": [ "J02", "N03", "J04", "K02", "A01" ] }, { "handle": "lollydaskal", "title": "Lolly Daskal", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9225, "drivers": [ "J02", "N03", "J04", "K02", "A01" ] }, { "handle": "warrenwhitlock", "title": "Warren Whitlock", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.9055, "drivers": [ "N03", "J02", "J04", "A01", "J05" ] }, { "handle": "brucevh", "title": "Bruce Van Horn", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.8948, "drivers": [ "J02", "J04", "K02", "N03", "J05" ] }, { "handle": "jeffreyhayzlett", "title": "Jeffrey Hayzlett", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.893, "drivers": [ "N03", "J02", "J04", "A01", "J01" ] }, { "handle": "thebeatwithari", "title": "The Beat with Ari Melber on MSNBC", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8864, "drivers": [ "K02", "J02", "N03", "J04", "J05" ] }, { "handle": "topbrassvodka", "title": "Top Brass Bloody Martini", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.877, "drivers": [ "N03", "J02", "J04", "K02", "E02" ] } ] }
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